Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 0.169004 0.185829 0.204237 0.225986 0.251129 0.279462 0.314058
2025-05-11 0.143202 0.166579 0.194324 0.230184 0.276062 0.333887 0.414129
2025-05-18 0.124734 0.150778 0.183491 0.228623 0.291012 0.377077 0.510412
2025-05-25 0.108712 0.134920 0.169165 0.218680 0.291192 0.398496 0.580463
2025-06-01 0.098274 0.124670 0.160324 0.214006 0.296747 0.427346 0.668988
2025-06-08 0.091046 0.117756 0.154918 0.212969 0.306822 0.464480 0.783074
2025-06-15 0.085890 0.113079 0.151961 0.214850 0.321344 0.511743 0.933827
2025-06-22 0.078573 0.104622 0.142536 0.205265 0.314804 0.519163 1.003052
2025-06-29 0.072855 0.098033 0.135285 0.198256 0.311515 0.531824 1.089613
2025-07-06 0.068333 0.092873 0.129761 0.193424 0.311309 0.550460 1.199765
2025-07-13 0.066674 0.091878 0.130601 0.199414 0.332252 0.618914 1.485587
2025-07-20 0.065476 0.091472 0.132294 0.207023 0.357650 0.704972 1.891853
2025-07-27 0.063959 0.090538 0.133171 0.213532 0.382718 0.800750 2.438428
2025-08-03 0.062140 0.089009 0.132940 0.217996 0.404518 0.897324 3.123434
2025-08-10 0.059521 0.086004 0.129924 0.216688 0.412986 0.959775 3.745496
2025-08-17 0.055892 0.081130 0.123297 0.207491 0.401182 0.956536 3.988288
2025-08-24 0.053298 0.077839 0.119256 0.203155 0.400637 0.990150 4.549164
2025-08-31 0.051404 0.075617 0.116969 0.202192 0.408421 1.055526 5.514487
2025-09-07 0.050035 0.074201 0.116029 0.203942 0.423589 1.154860 7.125708
2025-09-14 0.047318 0.070348 0.110377 0.195026 0.408670 1.133691 7.407711
2025-09-21 0.045090 0.067250 0.105971 0.188500 0.399524 1.133697 8.004197
2025-09-28 0.043264 0.064774 0.102602 0.183996 0.395450 1.154114 9.010996
2025-10-05 0.042821 0.064685 0.103710 0.189579 0.421246 1.317417 13.503027